Research article Recurring Topics

Sensory Processing: Advances in Understanding Structure and Function of Pitch-Shifted Auditory Feedback in Voice Control

  • The pitch-shift paradigm has become a widely used method for studying the role of voice pitch auditory feedback in voice control. This paradigm introduces small, brief pitch shifts in voice auditory feedback to vocalizing subjects. The perturbations trigger a reflexive mechanism that counteracts the change in pitch. The underlying mechanisms of the vocal responses are thought to reflect a negative feedback control system that is similar to constructs developed to explain other forms of motor control. Another use of this technique requires subjects to voluntarily change the pitch of their voice when they hear a pitch shift stimulus. Under these conditions, short latency responses are produced that change voice pitch to match that of the stimulus. The pitch-shift technique has been used with magnetoencephalography (MEG) and electroencephalography (EEG) recordings, and has shown that at vocal onset there is normally a suppression of neural activity related to vocalization. However, if a pitch-shift is also presented at voice onset, there is a cancellation of this suppression, which has been interpreted to mean that one way in which a person distinguishes self-vocalization from vocalization of others is by a comparison of the intended voice and the actual voice. Studies of the pitch shift reflex in the fMRI environment show that the superior temporal gyrus (STG) plays an important role in the process of controlling voice F0 based on auditory feedback. Additional studies using fMRI for effective connectivity modeling show that the left and right STG play critical roles in correcting for an error in voice production. While both the left and right STG are involved in this process, a feedback loop develops between left and right STG during perturbations, in which the left to right connection becomes stronger, and a new negative right to left connection emerges along with the emergence of other feedback loops within the cortical network tested.

    Citation: Charles R Larson, Donald A Robin. Sensory Processing: Advances in Understanding Structure and Function of Pitch-Shifted Auditory Feedback in Voice Control[J]. AIMS Neuroscience, 2016, 3(1): 22-39. doi: 10.3934/Neuroscience.2016.1.22

    Related Papers:

    [1] Zhiqun Li, Huadong Su . The radius of unit graphs of rings. AIMS Mathematics, 2021, 6(10): 11508-11515. doi: 10.3934/math.2021667
    [2] Hengbin Zhang . Automorphism group of the commuting graph of $ 2\times 2 $ matrix ring over $ \mathbb{Z}_{p^{s}} $. AIMS Mathematics, 2021, 6(11): 12650-12659. doi: 10.3934/math.2021729
    [3] Shahbaz Ali, Muhammad Khalid Mahmmod, Raúl M. Falcón . A paradigmatic approach to investigate restricted hyper totient graphs. AIMS Mathematics, 2021, 6(4): 3761-3771. doi: 10.3934/math.2021223
    [4] Huadong Su, Zhunti Liang . The diameter of the nil-clean graph of $ \mathbb{Z}_n $. AIMS Mathematics, 2024, 9(9): 24854-24859. doi: 10.3934/math.20241210
    [5] Baskar Mari, Ravi Sankar Jeyaraj . Radio number of $ 2- $ super subdivision for path related graphs. AIMS Mathematics, 2024, 9(4): 8214-8229. doi: 10.3934/math.2024399
    [6] Imrana Kousar, Saima Nazeer, Abid Mahboob, Sana Shahid, Yu-Pei Lv . Numerous graph energies of regular subdivision graph and complete graph. AIMS Mathematics, 2021, 6(8): 8466-8476. doi: 10.3934/math.2021491
    [7] Adrià Gispert-Fernández, Juan Alberto Rodríguez-Velázquez . The equidistant dimension of graphs: NP-completeness and the case of lexicographic product graphs. AIMS Mathematics, 2024, 9(6): 15325-15345. doi: 10.3934/math.2024744
    [8] Tariq Alraqad, Hicham Saber, Rashid Abu-Dawwas . Intersection graphs of graded ideals of graded rings. AIMS Mathematics, 2021, 6(10): 10355-10368. doi: 10.3934/math.2021600
    [9] Sakander Hayat, Bagus Imanda, Asad Khan, Mohammed J. F. Alenazi . Three infinite families of Hamilton-connected convex polytopes and their detour index. AIMS Mathematics, 2025, 10(5): 12343-12387. doi: 10.3934/math.2025559
    [10] Huani Li, Ruiqin Fu, Xuanlong Ma . Forbidden subgraphs in reduced power graphs of finite groups. AIMS Mathematics, 2021, 6(5): 5410-5420. doi: 10.3934/math.2021319
  • The pitch-shift paradigm has become a widely used method for studying the role of voice pitch auditory feedback in voice control. This paradigm introduces small, brief pitch shifts in voice auditory feedback to vocalizing subjects. The perturbations trigger a reflexive mechanism that counteracts the change in pitch. The underlying mechanisms of the vocal responses are thought to reflect a negative feedback control system that is similar to constructs developed to explain other forms of motor control. Another use of this technique requires subjects to voluntarily change the pitch of their voice when they hear a pitch shift stimulus. Under these conditions, short latency responses are produced that change voice pitch to match that of the stimulus. The pitch-shift technique has been used with magnetoencephalography (MEG) and electroencephalography (EEG) recordings, and has shown that at vocal onset there is normally a suppression of neural activity related to vocalization. However, if a pitch-shift is also presented at voice onset, there is a cancellation of this suppression, which has been interpreted to mean that one way in which a person distinguishes self-vocalization from vocalization of others is by a comparison of the intended voice and the actual voice. Studies of the pitch shift reflex in the fMRI environment show that the superior temporal gyrus (STG) plays an important role in the process of controlling voice F0 based on auditory feedback. Additional studies using fMRI for effective connectivity modeling show that the left and right STG play critical roles in correcting for an error in voice production. While both the left and right STG are involved in this process, a feedback loop develops between left and right STG during perturbations, in which the left to right connection becomes stronger, and a new negative right to left connection emerges along with the emergence of other feedback loops within the cortical network tested.


    Graph plays a dynamic role in various sciences such as physics, biology, chemistry, and computer science [2,3,4,5,8]. It is used in various frameworks related to social and information systems [4] and also solves many issues related to everyday life. In physics, there are various circuits constructed by considering different graphs [5]. The atomic number of many molecules is evaluated by using group symmetry graphs that are still unknown a few years ago [3]. In computer science, many problems have been discussed using graphs that were not easy to visualize earlier. For discrete mathematics and combinatorics, the applications of number theory and graph theory are of crucial importance. In this work, we employ number theory to investigate the special classes of graphs.

    Rogers [18] discussed the action of a quadratic map on multiplicative groups under modulo a prime $ p $ by using the associated directed graph for which there is an edge from each element to its image. He established a formula to decompose a graph into cyclic components with their attached trees. The necessary and sufficient conditions for the existence of isolated fixed points have also been established. Somer and Krizek [19] studied the structures of graphs of quadratic congruences for composite modulus. Mahmood and Ahmad [10,11] proposed many new results of graphs over residues modulo prime powers. Haris and Khalid [12,13,14,15] investigated the structure of power digraphs associated with the congruence $ x^{n}\equiv y\; (mod\; m) $. Meemark and Wiroonsri [9] discussed the structure of $ G(R, k) $ using a quadratic map, where $ R $ is the quotient ring of polynomials over finite fields and $ k $ is the modulus. Wei and Tang [20] introduced the concept of square mapping graphs of the Gaussian ring $ Z_{m}[i] $. Ali et al. [21,22] introduced new labeling algorithm on various classes of graphs with applications. Some basic and useful result discussed in [1,6,7,16,23,24] as well.

    Let $ p $ be a prime and $ a $ an integer coprime to $ p $. Then $ a $ is called a quadratic residue $ \; (\text{mod}\; p) $ if and only if the congruence $ x^{2}\equiv a\; (\text{mod}\; p) $ has a solution. Otherwise, $ a $ is called quadratic non-residue $ \; (\text{mod}\; p) $. Two non-zero integers $ x $ and $ y $ are called zero divisors in the ring $ Z_{m} $ if and only if $ xy\equiv 0\; (\text{mod}\; m) $ [17]. Recall that a graph $ \overbrace{G}(2, m) $, whose vertices are elements of ring $ Z_{m} $ and there will be an edge between $ \overline{x} $ and $ \overline{y} $ $ (\overline{x}\neq \overline{y}) $ if $ \overline{x}^{2}\equiv \overline{y}^{2}\; (\text{mod}\; m) $ then, $ \overbrace{G}(2, m) $ is termed as a quadratic graph. For $ m = 30 $ vertex set is

    $ Z_{n} = \{\overline{0}, \overline{1}, \overline{2}, \overline{3}, \overline{4}, \overline{5}, \overline{ 6}, \overline{7}, \overline{8}, \overline{9}, \overline{10}, \overline{11}, \overline{12}, \overline{13}, \overline{14}, \overline{15}, \overline{16}, \overline{17}, \overline{18}, \overline{19}, \overline{20}, \overline{ 21}, \overline{22}, \overline{23}, \overline{24}, \overline{25}, \overline{26}, \overline{27}, $ $ \overline{28}, \overline{29} \} $, by solving the congruences $ \overline{x}^{2}\equiv \overline{y}^{2}\; (\text{mod}\; 30) $ for each $ \overline{x}, $ $ \overline{y}\in Z_{n} $ then, there are 2, 4, 6 copies of $ K_{1} $, $ K_{4} $ and $ K_{2} $, respectively as shown in Figure 1. We note that each copy of $ K_{2} $ and $ K_{4} $ has equal sum 30 and 60, respectively. Here $ K_{n} $ is a complete graph obtained if each node connected with every other node except itself [4].

    Figure 1.  $\overbrace{G}(2, 30) = 2K_{1}\bigoplus 6K_{2}\bigoplus 4K_{4}$.

    Theorem 1.1. [17] Let $ p $ be an odd prime, $ k $ be a positive integer, and $ a $ an integer such that $ (a, p) = 1 $. Then

    1. The congruence $ x^{2}\equiv a\; ({mod}\; p^{k}) $ has either no solution or exactly two incongruent solutions modulo $ p^{k}. $

    2. The congruence $ x^{2}\equiv a\; ({mod}\; p^{k}) $ has no solution if $ a $ is quadratic non-residue of $ p $ and exactly two incongruent solutions modulo $ p $ if $ a $ is quadratic residue of $ p $.

    Theorem 1.2. [17] Let $ a $ be an odd number. Then we have the following:

    1. The congruence equation $ x^{2}\equiv a\; ({mod}\; 2) $ has the unique solution if and only if $ x\equiv 1 \; ({mod}\; 2). $

    2. The congruence equation $ x^{2}\equiv a \; ({mod}\; 4) $ either has no solution if $ a\equiv 3\; \; {mod}\; 4) $ or has two solutions $ x \equiv 1, 3 \; \; ({mod}\; 4) $ if $ a\equiv 1 \; ({mod}\; 4) $.

    3. When $ k\geq 3, $ the equation $ x^{2}\equiv a \; ({mod}\; 2^{k}) $ either has no solution if $ a\not\equiv 1\; ({mod}\; 8) $; or has four solutions $ x_{1}, -x_{1}, x_{1}+2^{k-1}, -(x_{1}+2^{k-1}) $ if $ a \equiv 1 \; ({mod}\; 8) $.

    In this section, we characterize quadratic residue graphs for some well-known classes of integers $ 2^{\beta} $ and $ q^{\beta}, $ for each positive integer $ \beta $ and odd prime $ q $.

    Theorem 2.1. Let $ m = 2^{\beta} $ be an integer. Then

    $ \overbrace{G}(2, 2^{\beta}) = \left\{ 2Kβ,ifβ=1,2,2K2K4,ifβ=3,4K4,ifβ=4,6K4K8,ifβ=5,4K88K4,ifβ=6,6K8K1616K4,ifβ=7,8K84K1632K4,ifβ=8,β72i=12β52(i1)K23+(i1)6K2(β1)/2K2(β+1)/22β3K4,ifβ9,andβ1(mod2),β62i=12β2i3K22+i22K2β/22β3K4,ifβ10,andβ0(mod2),
    \right. $

    Proof. We discuss two cases to prove this theorem, the zero-divisors and unit elements of the ring $ Z_{m} $. Firstly, we discuss zero-divisors, let $ S = \{2m | m = 0, 1, 2, \cdots, 2^{\beta-1}~~-1\} $ be the set of all zero-divisors of $ Z_{2^{\beta}} $ with including zero for each positive integer $ \beta $. To find the number of solutions of $ \eta^{2}\equiv \beta^{2}\; (\text{mod} \; 2^{\beta}) $, we start from $ \eta^{2}\equiv \beta^{2}\; (\text{mod} \; 2) $, in this case just $ S = \{0\} $. Therefore, $ \eta^{2}\equiv 0\; (\text{mod} \; 2) $ has only one solution which is zero, but by the definition of quadratic zero-divisors graph there will be a no loop, so $ \overbrace{G}(2, 2) = K_{1} $. For $ \beta = 2 $, $ \eta^{2}\equiv 0\equiv2^{2}\; (\text{mod} \; 2^{2}) $ has two solution namely $ \eta = 0, 2 $, then $ \overbrace{G}(2, 2^{2}) = K_{2} $. If $ \beta = 3 $, then there are two congruences

    $ \eta^{2}\equiv 0\; (\text{mod} \; 2^{3}), \; \; \text{and} \; \; \eta^{2}\equiv 4\; (\text{mod} \; 2^{3}). $

    The roots of these congruences are $ \eta = 0, 4 $, and $ \eta = 2, 6, $ respectively. Thus, there exist two copies of $ K_{2} $. For $ \beta = 4 $, we have

    $ \eta^{2}\equiv 0\; (\text{mod} \; 2^{4}), \; \; \text{and} \; \; \eta^{2}\equiv 4\; (\text{mod} \; 2^{4}). $

    The corresponding roots of congruence are $ \{0, 4, 8, 12\} $ and $ \{2, 6, 10, 14\}, $ respectively. Therefore, $ \overbrace{G}(2, 2^{4}) = 2K_{4} $. There are three congruences for $ \beta = 5 $

    $ \eta^{2}\equiv 0\; (\text{mod} \; 2^{5}), \; \eta^{2}\equiv 4\; (\text{mod} \; 2^{5}), \; \; \text{and} \; \; \eta^{2}\equiv 16\; (\text{mod} \; 2^{5}). $

    The solution sets of these congruences are $ \{0, 8, 16, 24\} $, $ \{2, 6, 10, 14, 18, 22, 26, 30\} $, and $ \{4, 12, 20, 28\}, $ respectively. Therefore, there are two copies of $ K_{4} $ and one copy of $ K_{8} $. For $ \beta = 6 $, we have

    $ \eta^{2}\equiv 0\; (\text{mod} \; 2^{6}), \; \; \eta^{2}\equiv 4\; (\text{mod} \; 2^{6}), \; \eta^{2}\equiv 16\; (\text{mod} \; 2^{6}), \; \; \text{and}\; \eta^{2}\equiv 36\; (\text{mod} \; 2^{6}). $

    The zeros of these congruences are $ \{0, 8, 16, 24, 32, 40, 48, 54\} $, $ \{2, 18, 34, 50\}\bigcup\{ 62, 46, 30, 14\}, $ $ \{4, 12, 20, 28, 36, 44, 52, 60\} $, and $ \{6, 22, 38, 54\}\bigcup\{ 58, 42, 26, 10\}, $ respectively. For $ \beta = 7 $, there are 7 different congruences. We have

    $ η2(2t)2(mod27),t=0,1,3,4,5,7,
    $
    (2.1)
    $ η216(mod27).
    $
    (2.2)

    Roots of these congruences are $ \{ 2t+16m | m = 0, 1, 2\cdots 2^{3}-1\} $, $ \{ 2t+32m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{7}-32m-2t| m = 0, 1, 2\cdots 2^{2}-1\} $, $ t = 1, 3, 4, 5, 7 $, $ \{ 4+8m | m = 0, 1, 2\cdots 2^{4}-1\} $. Hence, there are six copies of $ K_{8} $ and one copy of $ K_{16} $. For $ \beta = 8 $, there are 12 congruences. We have

    $ η2(2+4t)2(mod28),t=0,1,,231,
    $
    (2.3)
    $ η2(4t)2(mod28),t=0,1,,221.
    $
    (2.4)

    Zeroes of these congruences are $ \{ 2+4t+64m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{8}-64m-4t-2| m = 0, 1, 2\cdots 2^{2}-1\} $, $ t = 0, 1, \cdots, 2^{3}-1 $, $ \{ 4t+32m | m = 0, 1, 2\cdots 2^{4}-1\} $, $ \{4t+32m | m = 0, 1, 2\cdots 2^{3}-1\}\bigcup\{ 2^{8}-32m-4t| m = 0, 1, 2\cdots 2^{3}-1\} $, $ t = 1, \cdots, 2^{2}-1 $. Thus, we have $ \overbrace{G}(2, 2^{8}) = 8K_{4}\bigoplus4K_{16} $. For $ \beta = 9 $, there are 23 different congruences. We have

    $ η2(2+4t)2(mod29),t=0,1,,241,
    $
    (2.5)
    $ η2(4t)2(mod29),t=0,1,3,4,5,7,
    $
    (2.6)
    $ η264(mod29).
    $
    (2.7)

    Solutions of congruences (2.5)$ - $(2.7) are $ \{ 2+4t+128m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{9}-128m-4t-2| m = 0, 1, 2\cdots 2^{2}-1\} $, $ t = 0, 1, \cdots, 2^{6}-1 $, $ \{ 4t+32m | m = 0, 1, 2\cdots 2^{4}-1\} $, $ \{ 4t+64m | m = 0, 1, 2\cdots 2^{3}-1\}\bigcup\{ 2^{9}-64m-4t| m = 0, 1, 2\cdots 2^{3}-1\} $, $ t = 1, 3, 4, 5, 7 $, $ \{ 8+16m | m = 0, 1, 2\cdots 2^{5}-1\} $. That is, $ \overbrace{G}(2, 2^{9}) = 16K_{8}\bigoplus 6K_{16}\bigoplus K_{32} $. For $ \beta = 10 $, there are 44 different congruences. We have

    $ η2(2+4t)2(mod210),t=0,1,,251,
    $
    (2.8)
    $ η2(4+8t)2(mod210),t=0,1,,231,
    $
    (2.9)
    $ η2(8t)2(mod210),t=0,1,,221,
    $
    (2.10)

    Sequences of roots of congruences (2.8)$ - $(2.10) are $ \{ 2+4t+256m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{10}-256m-4t-2| m = 0, 1, 2\cdots 2^{2}-1\} $ $ t = 0, 1, \cdots, 2^{5}-1 $, $ \{ 4+8t+128m | m = 0, 1, 2\cdots 2^{3}-1\}\bigcup\{ 2^{10}-128n-8t-4| m = 0, 1, 2\cdots 2^{3}-1\} $, $ t = 0, 1, \cdots, 2^{3}-1 $, $ \{ 8t+64m | m = 0, 1, 2\cdots 2^{5}-1\} $, $ \{ 8t+64m | m = 0, 1, 2\cdots 2^{4}-1\}\bigcup\{ 2^{10}-64m-8t| m = 0, 1, 2\cdots 2^{4}-1\} $, $ t = 1, \cdots, 2^{2}-1 $. That is, $ \overbrace{G}(2, 2^{10}) = 32K_{8}\bigoplus 8K_{16}\bigoplus 4K_{32} $. For $ \beta = 11 $,

    $ η2(2+4t)2(mod211),t=0,1,,261,
    $
    (2.11)
    $ η2(4+8t)2(mod211),t=0,1,,241,
    $
    (2.12)
    $ η2(8t)2(mod211),t=0,1,3,4,5,7,
    $
    (2.13)
    $ η2256(mod211).
    $
    (2.14)

    Zeroes of congruences (2.11)$ - $(2.14) are $ \{ 2+4t+512m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{11}-512m-4t-2| m = 0, 1, 2\cdots 2^{2}-1\} $, $ t = 0, 1, \cdots, 2^{6}-1 $, $ \{ 4+8t+256m | m = 0, 1, 2\cdots 2^{3}-1\}\bigcup\{ 2^{11}-256m-8t-4| m = 0, 1, 2\cdots 2^{3}-1\} $, $ t = 0, 1, \cdots, 2^{4}-1 $, $ \{ 8t+64m | m = 0, 1, 2\cdots 2^{5}-1\} $, $ \{ 8t+128m | m = 0, 1, 2\cdots 2^{4}-1\}\bigcup\{ 2^{11}-128m-8t| m = 0, 1, 2\cdots 2^{4}-1\} $, $ t = 1, 3, 4, 5, 7 $, $ \{ 16+32m | m = 0, 1, 2\cdots 2^{6}-1\} $.

    Therefore, we have $ \overbrace{G}(2, 2^{11}) = 64K_{8}\bigoplus 16K_{16}\bigoplus 6K_{32}\bigoplus K_{64} $. For $ \beta = 12 $, there are 172 congruences. We have

    $ η2(2+4t)2(mod212),t=0,1,,271,
    $
    (2.15)
    $ η2(4+8t)2(mod212),t=0,1,,251,
    $
    (2.16)
    $ η2(8+16t)2(mod212),t=0,1,,231,
    $
    (2.17)
    $ η2(16t)2(mod212),t=0,1,,221.
    $
    (2.18)

    Sets of roots of congruences (2.15)$ - $(2.18) are $ \{ 2+4t+1024m | m = 0, 1, 2\cdots 2^{2}-1\}\bigcup\{ 2^{12}-1024m-4t-2| m = 0, 1, 2\cdots 2^{2}-1\} $, $ t = 0, 1, \cdots, 2^{7}-1 $, $ \{ 4+8t+512m | m = 0, 1, 2\cdots 2^{3}-1\}\bigcup\{ 2^{12}-512m-8t-4| m = 0, 1, 2\cdots 2^{3}-1\} $, $ t = 0, 1, \cdots, 2^{5}-1 $, $ \{ 8t+256m | m = 0, 1, 2\cdots 2^{4}-1\}\bigcup\{ 2^{12}-256m-8t| m = 0, 1, 2\cdots 2^{4}-1\} $, $ t = 0, 1, \cdots, 2^{3}-1 $, $ \{ 16t+128m | m = 0, 1, 2\cdots 2^{6}-1\} $, $ \{ 16t+128m | m = 0, 1, 2\cdots 2^{5}-1\}\bigcup\{ 2^{12}-128m-8t| m = 0, 1, 2\cdots 2^{5}-1\} $, $ t = 1, \cdots, 2^{2}-1 $. That is, $ \overbrace{G}(2, 2^{12}) = 128K_{8}\bigoplus 32K_{16}\bigoplus 8K_{32}\bigoplus 4K_{64} $.

    The generalize sequence for $ \beta \geq 9, $ where $ \beta $ is an odd number, there are $ \frac{2^{4}(2^{\beta-7}-1)+21}{3} $ number of congruences. we have

    $ η2(2i+2i+1t)2(mod2β),t=0,1,,2β2i31,
    $
    (2.19)
    $ i=1,2,3,,β72,η2(2β52t)2(mod2β),t=0,1,3,4,5,7,
    $
    (2.20)
    $ η22β3(mod2β).
    $
    (2.21)

    Sequences of roots of congruences (2.19)$ - $(2.21) are $ \{ 2^{i}+2^{i+1}t+2^{\beta-i-1}m | m = 0, 1, 2\cdots 2^{i+1}-1\}\bigcup\{ 2^{\beta} -2^{\beta-i-1}m-2^{i+1}t-2^{i}| m = 0, 1, 2\cdots 2^{i+1}-1\} $, $ t = 0, 1, \cdots, 2^{\beta-2i-3}-1 $, $ i = 1, 2, 3, \cdots, \frac{\beta-7}{2} $, $ \{ 2^{\frac{\beta-5}{2}}t+2^{\frac{\beta+1}{2}}m | m = 0, 1, 2, \cdots 2^{\frac{\beta-1}{2}}-1\}, $ $ \{ 2^{\frac{\beta-5}{2}}t+2^{\frac{\beta+3}{2}}m | m = 0, 1, 2, \cdots 2^{\frac{\beta-3}{2}}-1\} \bigcup\{ 2^{\beta}-2^{\frac{\beta+3}{2}}m-2^{\frac{\beta-5}{2}}k| m = 0, 1, 2, \cdots 2^{\frac{\beta-3}{2}}-1\} $, $ t = 1, 3, 4, 5, 7 $, $ \{2^{\frac{\beta-3}{2}}+2^{\frac{\beta-1}{2}}m | m = 0, 1, 2\cdots 2^{\frac{\beta+1}{2}}-1\} $. That is, $ \overbrace{G}(2, 2^{\beta}) = \bigoplus\limits_{i = 1}^{\frac{\beta -7}{2}}2^{\beta-5-2(i-1)}K_{2^{3+(i-1)}} ~~~\bigoplus 6K_{2^{(\beta-1)/2}}~~ \bigoplus K_{2^{(\beta+1)/2}} $.

    For second case when $ \beta $ is an even number and $ \beta\ge10 $, we have $ \frac{2^{5}(2^{\beta-8}-1)+36}{3} $ congruences as follows

    $ η2(2i+2i+1t)2(mod2β),t=0,1,,2β2i31,
    $
    (2.22)
    $ i=1,2,3,,β62,η2(2β42t)2(mod2β),t=0,1,,221.
    $
    (2.23)

    Sequences of zeroes of congruences (2.22)$ - $(2.23) are $ \{ 2^{i}+2^{i+1}t+2^{\beta-i-1}m | m = 0, 1, 2\cdots 2^{i+1}-1\}\bigcup\{ 2^{\beta}-2^{\beta-i-1}m-2^{i+1}t-2^{i}| m = 0, 1, 2\cdots 2^{i+1}-1\} $, $ t = 0, 1, \cdots, 2^{\beta-2i-3}-1 $, $ i = 1, 2, 3, \cdots, \frac{\beta-6}{2} $, $ \{ 2^{\frac{\beta-4}{2}}t+2^{\frac{\beta+2}{2}}m | m = 0, 1, 2\cdots, 2^{\frac{\beta}{2}}-1\} $, $ \{ 2^{\frac{\beta-4}{2}}t+2^{\frac{\beta+2}{2}}m | m = 0, 1, 2\cdots, 2^{\frac{\beta-2}{2}}-1\} \bigcup\{ 2^{\beta}-2^{\frac{\beta+2}{2}}m-2^{\frac{\beta-4}{2}}t| m = 0, 1, 2^{\frac{\beta-2}{2}}-1\} $, $ t = 1, \cdots, 2^{2}-1 $.

    Thus, $ \overbrace{G}(2, 2^{\beta}) = \bigoplus\limits_{i = 1}^{\frac{\beta -6}{2}}2^{\beta-2i-3}K_{2^{2+i}} \bigoplus 2^{2}K_{2^{\beta/2}} $.

    Now, we discuss the unit elements of $ Z_{m}. $ For $ m = 2, 4 $, the result is straightforward. For $ \beta\ge3 $, the graph $ \overbrace{G}(2, m) $ contains $ \phi(2^{\beta}) = 2^{\beta-1}~~ $ number of vertices. We calculate the least positive residues of the square of the integers, which are smaller than and relatively prime with $ m. $ Hence, there are $ \phi(2^{\beta}) = 2^{\beta-1}~~ $ obtained. By Theorem 1.2, the congruence $ x^{2}\equiv a \; (\text{mod}\; 2^{\beta}) $ has either no solution or exactly four incongruent solutions. This implies that, there are always $ \frac{\phi(m)}{4} = \frac{\phi(2^{\beta-1}~~)}{4} = 2^{\beta-3} $ quadratic residues among all the vertices. Thus $ \overbrace{G}(2, m) = 2^{\beta-3}K_{4} $. By combining both cases, we get the desired result. The quadratic residues graph for $ n = 128 $ is shown in Figure 2.

    Figure 2.  $\overbrace{G}(2, 2^{7}) = 6K_{8}\bigoplus K_{16}\bigoplus 16 K_{4}$.

    Theorem 2.2. Let $ q $ be an odd prime. Then $ \overbrace{G}(2, q^{\beta}) $

    $ = \left\{ K1q12K2,ifβ=1,Kqq(q1)2K2,ifβ=2,(q12)K2pKqq2(q1)2K2,ifβ=3,(q12)qK2qKq2q3(q1)2K2,ifβ=4,β12i=1(qβ2iqβ2i12)K2qiKq(β1)/2qβ1  (q1)2K2,ifβ5,andβ1(mod2),β22i=1(qβ2iqβ2i12)K2qiKqβ/2qβ1  (q1)2K2,ifβ6,andβ0(mod2).
    \right. $

    Proof. To prove this theorem first we assume zero-divisors of the ring $ Z_{m} $. Let $ q $ is an odd prime and $ S = \{ tq^{\beta} | t = 0, 1, 2, \cdots, q^{\beta-1}~~-1 \} $ be zero-divisors including zero of $ q^{\beta} $ for each positive integer $ \beta $. To solve congruence $ \eta^{2}\equiv \beta^{2} \; (\text{mod}\; q^{\beta}) $ for each $ \beta\geq1 $, we start with $ \eta^{2}\equiv \beta^{2} \; (\text{mod}\; q) $. In this case, $ 0 $ is only root of this congruence, but there is no edge between two vertices when they are same, so $ \overbrace{G}(2, q) = K_{1} $. For $ \beta = 2 $, there is only one congruence namely $ \eta^{2}\equiv 0 \; (\text{mod}\; q^{2}) $, roots of this congruence are $ \eta = 0, q, 2q, \cdots, (q-1)q $. There are $ q $ solutions and will be complete graph of order $ q $. For $ \beta = 3, $ there are $ \frac{q+1}{2} $ congruences. We have

    $ η20(modq3),
    $
    (2.24)
    $ η2(qt)2(modq3),t=1,2,,q12.
    $
    (2.25)

    Zeros of these congruences are $ \{\eta = q^{2}(m-1) | m = 1, 2, \cdots, q \} $, and $ \{\eta = q^{2}(m-1)+qt |\; t = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q \} $$\bigcup \{\eta = q^{3}-q^{2}(m-1)-qt |\; t = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q \},$ respectively. For $ \beta = 4 $, the number of distinct congruences is $ (q^{2} - q + 1)/2. $ These are

    $ η20(modq4),
    $
    (2.26)
    $ η2(qt)2(modq4),t=1,2,,q212,buttql,l=1,2,,q12.
    $
    (2.27)

    Sequences of roots of these congruences are $ \{\eta = q^{2}(m-1) | m = 1, 2, \cdots, q^{2} \} $, and $ \{\eta = q^{3}(m-1)+qt |\; t = 1, 2, \cdots, \frac{q^{2}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q \} $$\bigcup \{\eta = q^{4}-q^{3}(-1)-pt |\; t = 1, 2, \cdots, \frac{p^{2}-1}{2}, {\rm\; but\; } t\neq pl, \; \; l = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q \},$ respectively.

    For $ \beta = 5 $, we have

    $ η20(modq5),
    $
    (2.28)
    $ η2(q2t)2(modq5),t=1,2,,q12
    $
    (2.29)
    $ η2(qt)2(modq5),t=1,2,,q312,buttpl,l=1,2,,q212.
    $
    (2.30)

    Zeroes of these congruences are $ \{\eta = q^{3}(m-1) | m = 1, 2, \cdots, q^{2} \} $, $ \{\eta = q^{3}(m-1)+q^{2}t |\; t = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q^{2} \} {η=q5q3(m1)q2t|t=1,2,,q12,m=1,2,,q2}$,and${η=q4(m1)+qt|t=1,2,,q312,buttql,l=1,2,,q212,m=1,2,,q}

    \bigcup \{\eta = q^{5}-q^{4}(m-1)-qt |\; t = 1, 2, \cdots, \frac{q^{3}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q^{2}-1}{2}, \; \; m = 1, 2, \cdots, q \},$ respectively.

    If $ \beta = 6 $, then we have

    $ η20(modq6),
    $
    (2.31)
    $ η2(q2t)2(modq6),t=1,2,,q212,
    $
    (2.32)
    $ buttql,l=1,2,,q12η2(qt)2(modq6),t=1,2,,q412,buttql,l=1,2,,q312.
    $
    (2.33)

    Sequences of roots of congruences (2.31)$ - $(2.33) are $ \{\eta = q^{3}(m-1) | m = 1, 2, \cdots, q^{3} \} $, $ \{\eta = q^{4}(m-1)+q^{2}t |\; t = 1, 2, \cdots, \frac{q^{2}-1}{2}, \; {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q-1}{2}, \; \; m = 1, 2, \cdots, q^{2} \} {η=q6q3(m1)q2t|t=1,2,,q212,buttql,l=1,2,,q12,m=1,2,,q2}$,and${η=q5(m1)+qt|t=1,2,,q412,buttql,l=1,2,,q312,m=1,2,,q}

    \bigcup \{\eta = q^{6}-q^{5}(m-1)-qt |\; t = 1, 2, \cdots, \frac{q^{4}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q^{3}-1}{2}, \; \; m = 1, 2, \cdots, q \},$ respectively.

    Now we are going to derive generalize sequence for both odd and even distinct congruences for $ \beta\geq5 $ and $ \beta \equiv 1\; (\text{mod}\; 2) $. These are

    $ η2(qit)2(modqβ),t=1,2,,qβ2i12,
    $
    (2.34)
    $ buttql,l=1,2,,qβ2i112,i=1,2,,β12,η20(modqβ).
    $
    (2.35)

    Sequences of roots are $ \bigcup\limits _{i = 1}^{\frac{\beta-1}{2}}{\{}\{\eta = q^{\beta-i}(m-1)+q^{i}t |\; t = 1, 2, \cdots, \frac{q^{\beta-2i}-1}{2}, {\rm\; but\; } l\neq ql, \; \; l = 1, 2, 3, \cdots, \frac{q^{\beta-2i-1}-1}{2}, m = 1, 2, \cdots, q^{i} \} $, $\bigcup \{\eta = q^{\beta}-q^{\beta-i}(m-1)-q^{i}t |\; t = 1, 2, \cdots, \frac{q^{\beta-2i}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q^{\beta-2i-1}-1}{2}, \; \; m = 1, 2, \cdots, q^{i} \} \Big{\}}$ and $ \{\eta = q^{\frac{\beta+1}{2}}(m-1) | m = 1, 2, \cdots, q^{\frac{\beta-1}{2}} \}, $ respectively. Therefore, for every positive integer $ \beta \geq 5 $ with $ \beta\equiv 1\; (\text{mod} \; 2) $, $ \overbrace{G}(2, q^{\beta}) = \bigoplus\limits_{i = 1}^{\frac{\beta -1}{2}}\Big{(}\frac{q^{\beta-2i}-q^{\beta-2i-1}}{2}\Big{)}K_{2q^{i}}\bigoplus K_{q^{(\beta -1)/2}} $. In second case, when $ \beta\geq6 $ and $ \beta \equiv 1\; (\text{mod}\; 2) $, the number of distinct congruences is $ \frac{q^{\beta-1}~~+q+2}{2(q+1)} $. We have

    $ η2(qit)2(modqβ),t=1,2,,qβ2i12,
    $
    (2.36)
    $ buttql,l=1,2,,qβ2i112,i=1,2,,β22,η20(modqβ).
    $
    (2.37)

    Zeroes of congruences $ (2.36) $ and $ (2.37) $ are $ \bigcup\limits _{i = 1}^{\frac{\beta-2}{2}}{\{}\{\eta = q^{\beta-i}(m-1)+q^{i}t | \; t = 1, 2, \cdots, \frac{q^{\beta-2i}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, 3, \cdots, \frac{q^{\beta-2i-1}-1}{2}, \; m = 1, 2, \cdots, q^{i} \} $$ \bigcup \{\eta = q^{\beta}-q^{\beta-i}(m-1)-q^{i}t |\; t = 1, 2, \cdots, \frac{q^{\beta-2i}-1}{2}, {\rm\; but\; } t\neq ql, \; \; l = 1, 2, \cdots, \frac{q^{\beta-2i-1}-1}{2}, \; \; m = 1, 2, \cdots, q^{i} \} \Big{\}}$, and $ \{\eta = q^{\frac{\beta}{2}}(m-1) | m = 1, 2, \cdots, q^{\frac{\beta}{2}} \} $, respectively. Thus, for $ \beta\equiv6 $ with $ \beta\equiv 0\; (\text{mod} \; 2) $, $ \overbrace{G}(2, q^{\beta}) = \bigoplus\limits_{i = 1}^{\frac{\beta -2}{2}}\Big{(}\frac{q^{\beta-2i}-q^{\beta-2i-1}}{2}\Big{)}K_{2q^{i}}\bigoplus K_{q^{\beta/2}}. $

    Now, we assume the set of unit elements of $ Z_{m}. $ The graph $ \overbrace{G}(2, m) $ contains $ \phi(q^{\beta}) = q^{\beta-1}~~(q-1), $ vertices, where $ \beta\geq1 $. We determine the least positive residue of the square of the integers which are less than and relatively prime with $ m. $ Because, there are $ \phi(q^{\beta}) = q^{\beta-1}~~(q-1) $ squares to be found. By Theorem 1.1, the congruence $ x^{2}\equiv a \; (\text{mod}\; q^{\beta}) $ has either no solution or exactly two incongruent solutions. This implies, there are always $ \frac{\phi(q^{\beta})}{2} = \frac{(q^{\beta-1}~~(q-1))}{2} $ quadratic residues among all the vertices. Thus, $ \overbrace{G}(2, q^{\beta}) = \frac{(q^{\beta-1}~~(q-1))}{2}K_{2} $. By combining both cases, we get the desired result. Quadratic graph for $ m = 162 $ is shown in Figure 3.

    Figure 3.  $\overbrace{G}(2, 243) = 9K_{6}\bigoplus K_{9}\bigoplus K_{18}\bigoplus 81 K_{2}$.

    In this section, we characterize quadratic residues graphs for $ n = 2^{\beta}q, 2q^{\beta}, qp $.

    Theorem 3.1. Let $ q $ be an odd prime. Then $ \overbrace{G}(2, 2^{\beta}q) $

    $ = \left\{ 2K1(q1)K2,ifβ=1,2K2(q1)K4,ifβ=2,2K2qK4q12K8,ifβ=3,4K42(q1)K8,ifβ=4,6K4(3q2)K8q12K16,ifβ=5,8K44qK82(q1)K16,ifβ=6,16K42(4q1)K8(3q2)K16q12K32,ifβ=7,32K48(2q1)K84qK162(q1)K32,ifβ=8,64K416(2q1)K8(8q2)K16(3q2)K32q12K64,ifβ=9,2i=12β2i1K2i+1β82i=1(2β42iq2β52i)K23+i4qK2β22(q1)K2β+222β1  (q1)8K8,ifβ10,andβ0(mod2),2i=12β2i1K2i+1β92i=1(2β42iq2β52i)K23+i(8q2)K2β12(3q2)K2β+12q12K2β+322β1  (q1)8K8,ifβ11,andβ1(mod2).
    \right. $

    Proof. Let $ n = 2^{\beta}q $ be an integer, where $ q $ is an odd prime. For $ \beta = 1 $, $ S = \{ 2m|\; m = 0, 1, 2, \cdots q-1\}\bigcup\{q\} $ is set of zero-divisors of $ Z_{2q} $ including $ 0 $. There are $ \frac{q+1}{2} $ distinct congruences. We have

    $ \eta^{2} \equiv 0\; (\text{mod} \; 2q), \; \eta^{2} \equiv q\; (\text{mod} \; 2q), \; \text{and}\; \eta^{2}\equiv (2t)^{2}\; (\text{mod} \; 2q), \; \; \; t = 1, 2, \cdots, \frac{q-1}{2}, $

    $ \gamma = 0 $, $ \gamma = q $, and $ \gamma = 2t, \; 2q-2t, \; \; t = 1, 2, 3, \cdots, \frac{q-1}{2} $ zeroes of congruences, respectively. When $ \beta = 2 $, there exit following congruences given as

    $ \eta^{2} \equiv 0\; (\text{mod} \; 2^{2}q), \; \eta^{2} \equiv q\; (\text{mod} \; 2^{2}q), \; \text{and}\; \eta^{2}\equiv (2t)^{2}\; (\text{mod} \; 2^{2}q), \; \; \; t = 1, 2, \cdots, \frac{q-1}{2}. $

    Sets of roots of these congruence are $ \{ 0, 2q \} $, $ \{ q, 3q \} $, $ \{ 2t, 2q-2t\}\bigcup\{2^{2}q-2t, 2^{2}q-2q+2t\}, \; \; \; t = 1, 2, \cdots, \frac{q-1}{2}, $ respectively. There are $ q+2 $ congruences for $ \beta = 3 $. They are $ \eta^{2} \equiv 0\; (\text{mod} \; 2^{3}q), \; \eta^{2} \equiv (2 q)^{2}\; (\text{mod} \; 2^{3}q), \; \; \eta^{2} \equiv q^{2}\; (\text{mod} \; 2^{3}q), \; \; \text{and}\; \eta^{2}\equiv (2t)^{2}\; (\text{mod} \; 2^{3}q), \; \; \; $$t = 1, 2, \cdots, q-1.$ The zeroes of these congruences are $ \{ 0, 2^{2}q \} $, $ \{ 2q, 2^{3}q-2q \} $, $ \{ q, 3q, 5q, 7q \} $ and $ \{ 2t, 2^{2}q-2t\}\bigcup\{2^{3}q-2t, 2^{3}q-2^{2}q+2t\}, \; \; \; t = 1, 2, \cdots, q-1 $, respectively. For $ \beta = 4 $, there are $ q + 3 $ congruences. We have

    $ \eta^{2} \equiv 0\; (\text{mod} \; 2^{4}q), \; \eta^{2} \equiv q^{2}\; (\text{mod} \; 2^{4}q), \; \eta^{2} \equiv (2q)^{2}\; (\text{mod} \; 2^{4}q), \; \; \eta^{2} \equiv (3q)^{2}\; (\text{mod} \; 2^{4}q), $
    $ {and\; \; \; \; }\eta^{2}\equiv (2t)^{2}\; (\text{mod} \; 2^{4}q), \; \; \; t = 1, 2, \cdots, q-1, $

    zeroes are $ \{ 0, 2^{2}q, 2^{3}q, 2^{2}q+ 2^{3}q \} $, $ \{ q, 7p, 9p, 15q\} $, $ \{ 2q, 6q, 10q, 14q\} $, $ \{ 3q, 5q, 11q, 13q\} $ and $ \{ 2t, 2^{2}q-2t, 2^{2}q+2t, 2^{3}q-2t \}\bigcup\{2^{4}q-2t, 2^{4}q-2^{2}q+2t, 2^{4}q-2^{2}q-2t, 2^{4}q-2^{3}q+2t \}, \; \; \; $$t = 1, 2, \cdots, q-1$, respectively.

    For $ \beta = 5 $, there are $ (3q+11)/2 $ congruences

    $ η20(mod25q),
    $
    (3.1)
    $ η2(qt)2(mod25q),t=1,3,5,7,
    $
    (3.2)
    $ η2(4q)2(mod25q),
    $
    (3.3)
    $ η2(2q)2(mod25q),
    $
    (3.4)
    $ η2(2t)2(mod25q),t=2i,i=1,2,3,,q1,
    $
    (3.5)
    $ η2(2t)2(mod25q),t=2i1,i=1,2,3,,q12.
    $
    (3.6)

    Zeroes of congruences (3.1)$ - $(3.6) are $ \{0, 2^{3}q, 2^{4}q, 2^{3}q+2^{4}q \} $, $ \bigcup \limits_{t\in \{1, 3, 5, 7\}} \{ qt, 2^{4}q+qt \}\bigcup \{2^{5}q-qt, 2^{5}q-2^{4}q- qt\} $, $ \{4q, 12q, 20q, 28q \} $, $ \{2q, 6q, 10q, 14q, 18q, 22q, 26q, 30q \} $, $ \bigcup_{\substack{t = 2l, \\1 \leq l \leq q-1}}\Big{\{}\{ 2^{3} q j + 2t, \; \; j = 0, 1, 2, \cdots, 2^{2}-1 \}\cup \{ 2^{5}q-2^{3} q j - 2t, \; \; j = 0, 1, 2, \cdots, 2^{2}-1\} \Big{\}}, $ $ \bigcup \limits_{ l = i}^ {\frac{q-1}{2} }\Big{\{}\{ 2^{2} q i + 4l-2, \; \; i = 0, 1, 2, \cdots, 2^{3}-1 \}\cup \{ 2^{5}q-2^{2} q i - 4l+2, \; \; i = 0, 1, 2, \cdots, 2^{3}-1\} \Big{\}}. $

    For $ \beta = 6 $, we have

    $ η2(qt)2(mod26q),t=2i1,i=1,2,3,,23,
    $
    (3.7)
    $ η2(2t)2(mod26q),t=qi,i=0,1,2,3,
    $
    (3.8)
    $ η2(2t)2(mod26q),t=4l,l=1,2q12,
    $
    (3.9)
    $ η2(2)2(mod26q),t=3q4iqj,i=1,2,3,,3q4,j=0,1,2,,3q4iq.
    $
    (3.10)

    Solution sets of congruences (3.7)$ - $(3.10) are

    $ 23t=2i1,i=1{qt,25q+qt}{26qqt,26q25qqt},{0,23q,24q,25q,23q+24q,23q+25q,24q+25q,23q+24q+25q},
    $
    $ 3t=qi,i=1{2t,24t2t,24t+2t,25t2t}{26q2t,26q24t+2t,26q24t2t,26q25t+2t},
    $
    $ q12t=4l,l=1{23qj+2t,j=0,1,2,,231}{26q23qj2t,j=0,1,2,,231},
    $

    $ \bigcup \limits_{1\leq i\leq \lfloor \frac{3q}{4} \rfloor, j = 0}^{\lfloor \frac{3q-4i}{q}\rfloor} \{ 2^{4}ql+6p-8i-2qj, \; l = 0, 1, \cdots, 2^{2}-1 \} {26q24ql6q+8i+2qj,l=0,1,,221}

    \bigcup \{ 2^{4}ql+ 2^{4}+6q-8i-2qj, \; l = 0, 1, \cdots, 2^{2}-1 \}\bigcup \{ 2^{6}q-2^{4}ql- 2^{4}-6q+8i+2qj, \; l = 0, 1, \cdots, 2^{2}-1\}.$

    For $ \beta = 7 $, we obtain

    $ η2(qt)2(mod27q),t=2i1,i=1,2,3,,24,
    $
    (3.11)
    $ η2(2t)2(mod27q),t=qi,i=0,1,3,4,5,7,
    $
    (3.12)
    $ η2(2t)2(mod27q),t=2q,
    $
    (3.13)
    $ η2(2t)2(mod27q),t=4l,l=1,2,,q1,
    $
    (3.14)
    $ η2(2t)2(mod27q),t=7q8i2qj,i=1,2,3,,7q8,j=0,1,2,,7q8i2q,
    $
    (3.15)
    $ η2(2t)2(mod27q),t=4l2,l=1,2q12.
    $
    (3.16)

    Zeroes of congruences (3.11)$ - $(3.16) are

    $ 24t=2i1,i=1{qt,26q+qt}{27qqt,27q26qqt},{0,24q,25q,26q,24q+25q,24q+26q,25q+26q,24q+25q+26q},
    $
    $ t=qi,i{1,3,4,5,7}{{2t,25t2t,25t+2t,26t2t}{27q2t,27q25t+2t,27q25t2t,27q26t+2t}},{23qj+2t,t=2q,j=0,1,2,,241},
    $
    $ t=4l,1lq1{{24qj+2t,j=0,1,2,,231}{27q24qj2t,j=0,1,2,,231}},
    $
    $ 7q8i2q1i7q8,j=0{{25ql+14q16i4qj,l=0,1,2,,221}{27q25ql14q+16i+4qj,l=0,1,2,,221}{25ql+23q+22q+14q16i4qj,l=0,1,2,,221}{27q25ql23q22q14q+16i+4qj,l=0,1,2,,221}},
    $
    $ q12l=i{{23qi+8l4,i=0,1,2,,241}{27q23qi8l+4,i=0,1,2,,241}}.
    $

    For $ \beta = 8, $ the following congruence equations turning out to be

    $ η2(qt)2(mod28q),t=2i1,i=1,2,3,,25,
    $
    (3.17)
    $ η2(2t)2(mod28q),t=pl,l=2i1i=1,2,3,,23,
    $
    (3.18)
    $ η2(2t)2(mod28q),t=2qi,i=0,1,2,,,221,
    $
    (3.19)
    $ η2(2t)2(mod28q),t=15q16i2qj,i=1,2,3,,15q16,j=0,1,2,,15q16i2q,
    $
    (3.20)
    $ η2(2t)2(mod28q),t=8l,l=1,2q12,
    $
    (3.21)
    $ η2(2t)2(mod28q),t=6q8i2qj,i=1,2,3,,6q8,j=0,1,2,,6q8i2q.
    $
    (3.22)

    Zeroes of congruences (3.17)$ - $(3.22) are

    $ 25t=2i1,i=1{qt,27q+qt}{28qqt,28q27qqt},
    $
    $ 23t=q(2i1),i=1{26qj+2t,j=0,1,2,,221}{28q26qj2t,j=0,1,2,,221},
    $
    $ 3k=2qi,i=1{25qj+2t,j=0,1,2,,231}{28q25qj2t,j=0,1,2,,231},{24qj,j=0,1,2,,241},
    $
    $ (15q16i)/2q1i15q/16,j=0{{26ql+30q32i4qj,l=0,1,,221}{28q26ql30q+32i+4qj,l=0,1,,221}{26ql+23q+22q+30q32i4qj,l=0,1,,221}{28q26ql23q22q30q+32i+4qj,l=0,1,,221}},
    $
    $ (15q16i)/2q1i15q/16,j=0{{26ql+30q32i4qj,l=0,1,,221}{28q26ql30q+32i+4qj,l=0,1,,221}{26ql+23q+22q+30q32i4qj,l=0,1,,221}{28q26ql23q22q30q+32i+4qj,l=0,1,,221}},
    $
    $ (q1)/2t=8l,l=1{24qj+2t,j=0,1,2,,241}{28q24qj2t,j=0,1,2,,241},
    $
    $ (6q8i)/2q1i6q/8,j=0{{24ql+12q16i4qj,l=0,1,2,,241}{28q24ql12q+16i+4qj,l=0,1,2,,241}}.
    $

    For $ \beta = 9, $ we have

    $ η2(qt)2(mod29q),t=2i1,i=1,2,3,,26,
    $
    (3.23)
    $ η2(2t)2(mod29q),t=ql,l=2i1i=1,2,3,,24,
    $
    (3.24)
    $ η2(2t)2(mod29q),t=2qi,i=0,1,3,4,5,7,
    $
    (3.25)
    $ η2(2t)2(mod29q),t=31q32i2qj,i=1,2,3,,31p32,j=0,1,3,,31q32i2q,
    $
    (3.26)
    $ η2(2t)2(mod29q),t=4q,
    $
    (3.27)
    $ η2(2t)2(mod29q),t=8l,l=1,2,,q1,
    $
    (3.28)
    $ η2(2t)2(mod29q),t=14q16i4qj,i=1,2,3,,14q16,j=0,1,3,,14q16i4q,
    $
    (3.29)
    $ η2(2t)2(mod29q),t=8l4,l=1,2q12.
    $
    (3.30)

    Sets of solution of congruences (3.23)$ - $(3.30) are

    $ 26t=2i1,i=1{qt,28q+qt}{29qqt,29q28qqt},
    $
    $ 24t=q(2i1),i=1{27qj+2t,j=0,1,2,,221}{29q27qj2t,j=0,1,2,,221},
    $
    $ t=2qi,i{1,3,4,5,7}{26qj+2t,j=0,1,2,,231}{29q26qj2t,j=0,1,2,,231},{25qj,j=0,1,2,,241},
    $
    $ (31q32i)/2q1i31p/32,j=0{{27ql+62q64i4qj,l=0,1,2,,221}{29q
    $
    (3.31)
    $ 27ql62q+64i+4qj,l=0,1,2,,221}{27ql+26q+
    $
    (3.32)
    $ 23q+22q+62q64i4qj,l=0,1,2,,221}{29q
    $
    (3.33)
    $ 27ql26q23q22q62q+64i+4qj,l=0,1,2,,221}},
    $
    (3.34)
    $ t=8l,1lq1{{25qj+2t,j=0,1,2,,241}{29q25qj2t,j=0,
    $
    (3.35)
    $ 1,2,,241}},{24qj+2t,t=4q,j=0,1,2,,251},
    $
    (3.36)
    $ (14q16i)/4q1i14q/16,j=0{{26ql+28q32i8qj,l=0,1,2,,231}{29q26ql28q+32i+8qj,l=0,1,2,,231}{26ql+24q+23q+28q32i8qj,l=0,1,2,,231}{29q26ql24q23q28q+32i+8qj,l=0,1,2,,231}},
    $
    $ (q1)/2l=1{{24qi+16l8,i=0,1,2,,251}{29q24qi16l+8,i=0,1,2,,251}}.
    $

    For $ \beta = 10, $ we get

    $ η2(qt)2(mod210q),t=2i1,i=1,2,3,,27,
    $
    (3.37)
    $ η2(2t)2(mod210q),t=ql,l=2i1i=1,2,3,,25,
    $
    (3.38)
    $ η2(2t)2(mod210q),t=2qi,i=2j1,j=1,3,,23,
    $
    (3.39)
    $ η2(2t)2(mod210q),t=63q64i2qj,i=1,2,3,,63q64,j=0,1,3,,63q64i2q,
    $
    (3.40)
    $ η2(2t)2(mod210q),t=4qi,i=0,1,2,,,221,
    $
    (3.41)
    $ η2(2t)2(mod210q),t=30q32i4qj,i=1,2,3,,30q32,j=0,1,3,,30q32i4q,
    $
    (3.42)
    $ η2(2t)2(mod210q),t=16l,l=1,2q12,
    $
    (3.43)
    $ η2(2t)2(mod210q),t=12q16i4qj,i=1,2,3,,12q16,j=0,1,3,,12q16i4q.
    $
    (3.44)

    Zeroes of congruences (3.37)$ - $(3.44) are

    $ 27t=2i1,i=1{qt,29+qt}{210qqt,210q29qqt},
    $
    $ 25t=q(2i1),i=1{28qj+2t,j=0,1,2,,221}{210q28qj2t,j=0,1,2,,221},
    $
    $ 23t=2q(2i1),i=1{27qj+2t,j=0,1,2,,231}{210q27qj2t,j=0,1,2,,231},
    $
    $ 3t=4qi,i=1{26qj+2t,j=0,1,2,,241}{210q26qj2t,j=0,1,2,,241},{25qj,j=0,1,2,,251},
    $
    $ (30q32i)/4q1i30q/32,j=0{{27qt+60q64i8qj,l=0,1,2,,231}{210q27ql60q+64i+8qj,l=0,1,2,,231}{27ql+24q+23q+60q64i8qj,l=0,1,2,,231}{210q27ql24q23q60q+64i+8qj,l=0,1,2,,231}},
    $
    $ (q1)/2t=16l,l=1{25qj+2t,j=0,1,2,,251}{210q25qj2t,j=0,1,2,,251},
    $
    $ (12q16i)/4q1i12q/16,j=0{{25ql+24q32i8qj,l=0,1,2,,251}{210q25ql24q+32i+8qj,l=0,1,2,,251}}.
    $

    For $ \beta = 11, $ we obtain

    $ η2(qt)2(mod211q),t=2i1,i=1,2,3,,28,
    $
    (3.45)
    $ η2(2t)2(mod211q),t=ql,l=2i1i=1,2,3,,26,
    $
    (3.46)
    $ η2(2t)2(mod211q),t=2qi,i=2j1,j=1,3,,24,
    $
    (3.47)
    $ η2(2t)2(mod211q),t=127q128i2qj,i=1,2,3,,127q128,j=0,1,3,,127q128i2q,
    $
    (3.48)
    $ η2(2t)2(mod211q),t=4qi,i=0,1,3,4,5,7,
    $
    (3.49)
    $ η2(2t)2(mod211q),t=62q64i4qj,i=1,2,3,,62q64,j=0,1,3,,62q64i4q,
    $
    (3.50)
    $ η2(2t)2(mod211q),t=8q,
    $
    (3.51)
    $ η2(2t)2(mod211q),t=16l,l=1,2,,q1,
    $
    (3.52)
    $ η2(2t)2(mod211q),t=28q32i8qj,i=1,2,3,,28q32,j=0,1,3,,28q32i8q,
    $
    (3.53)
    $ η2(2t)2(mod211q),t=16l8,l=1,2q12.
    $
    (3.54)

    Sets of solution of congruences (3.45)$ - $(3.54) are

    $ 24t=2q(2i1),i=1{28qj+2t,j=0,1,2,,231}{211q28qj2t,j=0,1,2,,231},
    $
    $ (127q128i)/2q1i127q/128,j=0{{29qt+254q256i4qj,t=0,1,,221}{211q29ql254q+256i+4qj,l=0,1,,221}{29ql+27q+26q+23q+22q+254q256i4qj,l=0,1,,221}{211q29ql27q26q23q22q254q+256i+4qj,l=0,1,,221}},
    $
    $ t=2qi,i{1,3,4,5,7}{27qj+2t,j=0,1,2,,241}{211q27qj2t,j=0,1,2,,241},{26qj,j=0,1,2,,251},
    $
    $ (62q64i)/4q1i62q/64,j=0{{28ql+124q128i8qj,l=0,1,2,,231}{211q28ql124q+128i+8qj,l=0,1,2,,231}{28ql+27q+24q+23q+124q128i8qj,l=0,1,2,,231}{211q28ql27q24q23q124q+128i+8qj,l=0,1,2,,231}},
    $
    $ t=16l,1lq1{{26qj+2t,j=0,1,2,,251}{211q26qj2t,j=0,1,2,,251}},{25qj+2t,t=8q,j=0,1,2,,261},
    $
    $ (14q16i)/8q1i28q/32,j=0{{27ql+56q64i16qj,l=0,1,2,,241}{211q27ql56q+64i+16qj,l=0,1,2,,241}{27ql+25q+24q+56q64i16qj,l=0,1,2,,241}{211q27ql25q24q56q+64i+16qj,l=0,1,2,,241}},
    $
    $ (q1)/2l=1{{25qi+32l16,i=0,1,2,,261}{211q25qi32l+16,i=0,1,2,,261}}.
    $

    For $ \beta\geq10 $ with $ \beta\equiv 0\; (\text{mod}\; 2) $, there are $ 2^{\beta-5}5+\frac{(2^{\beta-8}-1)2^{\beta-5}}{3\cdot2^{\beta-8}}(2q-1)+6q-2 $ congruences. We have

    $ η2(pt)2(mod2βq),t=2i1,i=1,2,3,,2β3,
    $
    (3.55)
    $ η2(2t)2(mod2βq),t=ql,l=2i1i=1,2,3,,2β5.
    $
    (3.56)

    For $ \nu = 1, 2, 3, \cdots, \frac{\beta-8}{2}, $

    $ η2(2t)2(mod2βq),t=2νqi,i=2j1,j=1,3,,2β7,
    $
    (3.57)
    $ η2(2t)2(mod2βq),t=(2β5+ν  2ν1  )q(2β5+ν  )i2νqj,i=1,2,,2β5+ν  2ν1  q2β5+ν  ,j=0,1,,(2β5+ν  2ν1  )q(2β5+ν  )i2νq,
    $
    (3.58)
    $ η2(2t)2(mod2βq),t=2β62qi,i=0,1,2,,,221,
    $
    (3.59)
    $ η2(2t)2(mod2βq),t=(2β22β82)q2β2i2β62qj,i=1,2,3,,(2β22β82)q2β2,j=0,1,2,,(2β22β82)q2β2i2β62q,
    $
    (3.60)
    $ η2(2t)2(mod2βq),t=2β22l,l=1,2q12,
    $
    (3.61)
    $ η2(2t)2(mod2βq),t=(2β222β62)q2β22i2β62qj,i=1,2,3,,(2β222β62)q2β22,j=0,1,2,,(2β222β62)q2β22i2β62q.
    $
    (3.62)

    Zeroes of congruences (3.55)$ - $(3.62) are

    $ 2β3t=2i1,i=1{qt,2β1  q+qt}{2βqqt,2β1  q2β1  qqt},2β5t=q(2i1),i=1{2β2qj+2t,j=0,1,2,,221}{2βq2β2qj2t,j=0,1,2,,221},
    $

    For $ \nu = 1, 2, 3, \cdots, \frac{\beta-8}{2}, $

    $ 2β7t=2νq(2i1),i=1(β8)/2ν=1{2β2νqj+2t,j=0,1,2,,231}{2βq2β2νqj2t,j=0,1,2,,231},
    $
    $ B1iA,j=0(β8)/2ν=1{{2β1νql+2t,l=0,1,,221}{2βq2β1νql2t,l=0,1,,221}{2β1νqk+2ν1  C+2t,l=0,1,,221}{2βq2β1νql2ν1  C2t,l=0,1,,221}},
    $

    where $ A = \lfloor \frac{2^{\beta-5+\nu}~~-2^{\nu-1}~~q}{2^{\beta-5+\nu}~~} \rfloor $, $ B = \lfloor \frac{(2^{\beta-5+\nu}~~-2^{\nu-1}~~)q-(2^{\beta-5+\nu}~~)i}{2^{\nu}q} \rfloor $, $ C = 2^{7}q+2^{6}q+2^{3}q+2^{2}q $ and $ t = \Big{(}2^{\beta-5+\nu}~~-2^{\nu-1}~~\Big{)}q- (2^{\beta-5+\nu}~~)i-2^{\nu}qj $.

    $ 3t=2β62qi,i=1{2β+22qj+2t,j=0,1,2,,2β221}{2βq2β+22qj2t,j=0,1,2,,2β221},{2β2qj,j=0,1,2,,2β21},E1iD,j=0{{2β+42ql+2t,l=0,1,2,,2β421}{2βq2β+42ql2t,l=0,1,2,,2β421}{2β+42ql+2(β10)/2F+2t,l=0,1,2,,2β421}{2βq2(β10)/2F2t,l=0,1,2,,2β421}},
    $

    where $ D = \frac{(2^{\frac{\beta}{2}}-2^{\frac{\beta-8}{2}})q}{2^{\frac{\beta}{2}}} $, $ E = \frac{(2^{\frac{\beta}{2}}-2^{\frac{\beta-8}{2}})q-2^{\frac{\beta}{2}}i}{2^{\frac{\beta-6}{2}}q} $, $ F = 2^{4}q+2^{3}q $ and $ t = (2^{\frac{\beta}{2}}-2^{\frac{\beta-8}{2}})q-2^{\frac{\beta}{2}}i-2^{\frac{\beta-6}{2}}qj $.

    $ (q1)/2t=2(β2)/2l,l=1{2β/2qj+2t,j=0,1,2,,2β/21}{2βq2β/2qj2t,j=0,1,2,,2β/21},H1iG,j=0{{2β/2ql+2t,l=0,1,2,,2β/21}{2βq2βql2t,l=0,1,2,,2β/21}},
    $

    where $ G = \frac{(2^{\frac{\beta-2}{2}}-2^{\frac{\beta-6}{2}})q}{2^{\frac{\beta-2}{2}}} $, $ H = \frac{(2^{\frac{\beta-2}{2}}-2^{\frac{\beta-6}{2}})q-2^{\frac{\beta-2}{2}}i}{2^{\frac{\beta-6}{2}}q} $ and $ t = (2^{\frac{\beta-2}{2}}-2^{\frac{\beta-6}{2}})q-2^{\frac{\beta-2}{2}}i-2^{\frac{\beta-6}{2}}qj $.

    For $ \beta\geq11 $ with $ \beta\equiv 1\; (\text{mod}\; 2), $ there are $ 2^{\beta-5}5+\frac{(2^{\beta-8}-1)2^{\beta-5}}{3\cdot2^{\beta-8}}(2q-1)+ \frac{23q-9}{2} $ congruences. We have

    $ η2(qt)2(mod2βq),t=2i1,i=1,2,3,,2β3,
    $
    (3.63)
    $ η2(2t)2(mod2βq),t=ql,l=2i1i=1,2,3,,2β5.
    $
    (3.64)

    For $ \nu = 1, 2, 3, \cdots, \frac{\beta-9}{2}, $

    $ η2(2t)2(mod2βq),t=2νqi,i=2j1,j=1,3,,2β7,
    $
    (3.65)
    $ η2(2t)2(mod2βq),t=(2β5+ν  2ν1  )q(2β5+ν  )i2νqj,i=1,2,,2β5+ν  2ν1  q2β5+ν  ,j=0,1,,(2β5+ν  2ν1  )q(2β5+ν  )i2νq,
    $
    (3.66)
    $ η2(2t)2(mod2βq),t=2β+12qi,i=0,1,3,4,5,7,
    $
    (3.67)
    $ η2(2t)2(mod2βq),t=(2β+122β92)q2β+12i2β72qj,i=1,2,3,,2β+122β92)q2β+12,j=0,1,3,,(2β+122β92)q2β+12i2β72q,
    $
    (3.68)
    $ η2(2t)2(mod2βq),t=2β52q,
    $
    (3.69)
    $ η2(2t)2(mod2βq),t=2β32l,l=1,2,,q1,
    $
    (3.70)
    $ η2(2t)2(mod2βq),t=(2β122β72)q2β12i2β52qj,i=1,2,3,,(2β122β72)q2β12,j=0,1,3,,(2β122β72)q2β12i2β52q,
    $
    (3.71)
    $ η2(2t)2(mod2βq),t=2β32l2β52,l=1,2q12.
    $
    (3.72)

    Zeroes of congruences (3.63)$ - $(3.72) are

    $ 2β3t=2i1,i=1{qt,2β1  q+qt}{2βqqt,2β1  q2β1  qqt},2β5t=q(2i1),i=1{2β2qj+2t,j=0,1,2,,221}{2βq2β2qj2t,j=0,1,2,,221},
    $

    For $\nu = 1, 2, 3, \cdots, \frac{\beta-9}{2},$

    $ 2β7t=2νq(2i1),i=1(β9)/2ν=1{2β2νqj+2t,j=0,1,2,,231}{2βq2β2νqj2t,j=0,1,2,,231},B1iA,j=0(β9)/2ν=1{{2β1νql+2t,l=0,1,,221}{2βq2β1νql2t,l=0,1,,221}{2β1νqt+2ν1  C+2t,l=0,1,,221}{2βq2β1νql2ν1  C2t,l=0,1,,221}},
    $

    where $ A = \lfloor \frac{2^{\beta-5+\nu}~~-2^{\nu-1}~~q}{2^{\beta-5+\nu}~~} \rfloor $, $ B = \lfloor \frac{(2^{\beta-5+\nu}~~-2^{\nu-1}~~)q-(2^{\beta-5+\nu}~~)i}{2^{\nu}q} \rfloor $, $ C = 2^{7}q+2^{6}q+2^{3}q+2^{2}q $ and $ t = \Big{(}2^{\beta-5+\nu}~~-2^{\nu-1}~~\Big{)}q- (2^{\beta-5+\nu}~~)i-2^{\nu}qj $.

    $ t=2(β+1)/2qi,i{1,3,4,5,7}{2(β+3)/2qj+2t,j=0,1,2,,2(β3)/21}{2βq2(β+3)/2qj2t,j=0,1,2,,2(β3)/21},{2(β+1)/2qj,j=0,1,2,,2(β1)/21},
    $
    $ M1iL,j=0{{2(β+5)/2ql+2t,l=0,1,2,,2(β5)/21}{2βq2(β+5)/2ql2t,l=0,1,2,,2(β5)/21}{2(β+5)/2ql+2(β11)/2N+2t,l=0,1,2,,2(β5)/21}{2βq2(β+5)/2ql2(β11)/2N2t,l=0,1,2,,2(β5)/21}},
    $

    where $ L = \frac{2^{\frac{\beta+1}{2}}-2^{{\frac{\beta-9}{2}}})q}{2^{\frac{\beta+1}{2}}} $, $ M = \frac{(2^{\frac{\beta+1}{2}}-2^{{\frac{\beta-9}{2}}})q-2^{\frac{\beta+1}{2}}i}{2^{\frac{\beta-7}{2}}q} $, $ N = 2^{7}q+2^{4}q+2^{3}q $ and $ t = (2^{\frac{\beta+1}{2}}-2^{{\frac{\beta-9}{2}}})q-2^{\frac{\beta+1}{2}}i-2^{\frac{\beta-7}{2}}qj $.

    $ t=2(β3)/2l,1lq1{{2(β+1)/2qj+2t,j=0,1,,2(β1)/21}{2βq2(β+1)/2qj2t,j=0,1,,2(β1)/21}},{2(β1)/2qj+2t,t=(β5)/2q,j=0,1,2,,2(β+1)/21},
    $
    $ R1iQ,j=0{{2(β+3)/2ql+2t,l=0,1,2,,2(β3)/21}{2βq2(β+3)/2ql2t,l=0,1,2,,2(β3)/21}{2(β+3)/2ql+2(β11)/2S+2t,l=0,1,2,,2(β3)/21}{2βq2(β+3)/2ql2(β11)/2S2t,l=0,1,2,,2(β3)/21}},
    $

    where $ Q = \frac{(2^{\frac{\beta-1}{2}}-2^{\frac{\beta-7}{2}})q}{2^{\frac{\beta-1}{2}}} $, $ R = \frac{(2^{\frac{\beta-1}{2}}-2^{\frac{\beta-7}{2}})q-2^{\frac{\beta-1}{2}}i}{2^{\frac{\beta-5}{2}}q} $, $ S = 2^{5}q+2^{4}q $ and $ t = (2^{\frac{\beta-1}{2}}-2^{\frac{\beta-7}{2}})q-2^{\frac{\beta-1}{2}}i-2^{\frac{\beta-5}{2}}qj $.

    $ (q1)/2l=1{{2(β1)/2qi+2(β1)/2l2(β3)/2,i=0,1,2,,2(β+1)/21}{2βq2(β1)/2qi2(β1)/2l+2(β3)/2,i=0,1,2,,2(β+1)/21}}.
    $

    Now, we consider the set of unit elements of $ Z_{m} $. The $ x^{2}\equiv a $ $ \; (\text{mod}\; 2) $ has one solution and $ x^{2}\equiv a \; (\text{mod}\; 2^{2}) $ has two solution. By Theorem 1.2, if $ \beta \geq 3, $ the congruence $ x^{2}\equiv a \; (\text{mod}\; 2^{\beta}) $ has either no solution or exactly 4 incongruent solutions. Furthermore, again by Theorem 1.1, for an odd prime the congruence $ x^{2}\equiv a \; (\text{mod}\; q) $ has either no solution or exactly 2 incongruent solutions. By using Chinese remainder theorem, if $ \beta = 0\; \text{or}\; 1 $ then, $ x^{2}\equiv a \; (\text{mod}\; 2^{\beta}) $ has either no solution or exactly 2 incongruent solutions. If $ \beta = 2 $ then, $ x^{2}\equiv a \; (\text{mod}\; 2^{\beta}) $ has either no solution or exactly 4 incongruent solutions. Lastly, if $ \beta \geq 3 $, then $ x^{2}\equiv a\; (\text{mod}\; 2^{\beta}) $ has either no solution or exactly 8 incongruent solutions. Hence, $ \overbrace{G}(2, 2^{\beta}q) = \frac{\phi(n)}{8}K_{8}, \beta\geq3 $. We achieve the desired outcome by combining both cases.

    Proposition 3.2. If $ q $ and $ p $ are odd primes, then $ \overbrace{G}(2, qp) = K_{1}\bigoplus\frac{q+p-2}{2}K_{2}\bigoplus \frac{(q-1)(p-1)}{4}K_{4}. $

    Proof. To prove this first we discuss the zero-divisors elements of ring $ Z_{m}. $ Let $ \{ 0, nq, yp | n = 1, 2, 3, \cdots, p-1, y = 1, 2, 3, \cdots, q-1\} $ be a set of zero-divisors of $ Z_{qp} $ with zero. There are $ \frac{q+p}{2} $ distinct congruences. We have

    $ η20(modqp),
    $
    (3.73)
    $ η2(qt)2(modqp),t=1,2,3,,p12,
    $
    (3.74)
    $ η2(pt)2(modqp),t=1,2,3,,q12.
    $
    (3.75)

    Zeroes of these congruences are $ \eta = 0 $, $ \eta = qt, qp-qt, \; \; t = 1, 2, 3, \cdots, \frac{p-1}{2}, $ and $ \eta = pt, qp-pt, \; \; t = 1, 2, 3, \cdots, \frac{q-1}{2}. $ Thus, $ \overbrace{G}(2, qp) = K_{1}\bigoplus\frac{q+p-2}{2}K_{2}. $ Now we discuss the unit elements of $ Z_{m} $. By Theorem 1.1, for distinct odd primes $ q $ and $ p $, the congruence $ x^{2}\equiv a \; (\text{mod}\; q) $ has either no solution or exactly 2 incongruent solutions. Similarly, the congruence $ x^{2}\equiv a \; (\text{mod}\; p) $ has either no solution or exactly 2 incongruent solutions. By using Chines remainder theorem we have, $ x^{2}\equiv a \; (\text{mod}\; q^\beta) $ has either no solution or exactly 4 solutions. Thus, $ \overbrace{G}(2, qp) = \frac{\phi(qp)}{4}K_{4} = \frac{\phi(q-1)(p-1))}{4}K_{4} $. We get the desired outcome by combining both cases.

    Theorem 3.3. Let $ q $ be an odd prime. Then, $ \overbrace{G}(2, 2q^{\beta}) $

    $ = \left\{ 2K1(q1)K2,ifβ=1,q(q1)K22Kq,ifβ=2,(q1)q2K22Kp(q1)K2q,ifβ=3,(q1)qβ1  K2β22i=1qβ12i(q1)K2qi2Kqβ/2,ifβ4,andβ0(mod2),(q1)qβ1  K2β12i=1qβ12i(q1)K2qi2Kq(β1)/2,ifβ5andβ1(mod2).
    \right. $

    Proof. The proof is on similar lines as illustrated in the proof of Theorem 3.1.

    Figures 4 and 5 reflect Theorems 3.1 and 3.3, respectively.

    Figure 4.  $\widetilde{G}(2, 96) = 6K_{4}\bigoplus 7K_{8}\bigoplus K_{16}$.
    Figure 5.  $\widetilde{G}(2, 486) = 2K_{18}\bigoplus 2K_{9}\bigoplus 18K_{6}\bigoplus 162K_{2}$.

    In this article, we investigated the mapping $ x^{\alpha}\equiv y^{\alpha}, \; \; (\text{mod}\; m) $ for $ \alpha = 2 $ over the ring of integers. A problem of partitions of a given set into the form of subsets with equal sums is NP problem. A paradigmatic approach was introduced to find equal sum partitions of quadratic maps via complete graphs. Moreover, we characterized quadratic graphs associated with the mapping $ x^{\alpha}\equiv y^{\alpha}, \; \; (\text{mod}\; m), $ $ \alpha = 2 $ for well-known classes $ m = 2^{\beta}, q^{\beta}, 2^{\beta}q, 2q^{\beta}, qp, $ in terms of complete graphs, where $ q, p $ is an odd prime. Later on, we intend to extend our research to higher values of $ \alpha $ over various rings. We hope that this work will open new inquiry opportunities in various fields for other researchers and knowledge seekers.

    This work was funded by the Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah. The authors, therefore, acknowledge with thanks DSR for technical and financial support.

    The authors declare that they have no conflict of interest regarding the publication of the research article.

    [1] Jurgens U (2009) The neural control of vocalization in mammals: A review. J Voice Foun. 23: 1-10. doi: 10.1016/j.jvoice.2007.07.005
    [2] Sherrington CS (1910) Flexion-reflex of the limb, crossed extension-reflex, and reflex stepping and standing. J Physiol 40: 28-121, PMC1533734. doi: 10.1113/jphysiol.1910.sp001362
    [3] Lombard E (1911) Le signe de l’évélation de la voix. Ann Mal Oreille Larynx 37: 101-119.
    [4] Fairbanks G (1955) Selective vocal effects on delayed auditory feedback. J Speech Hear Dis 20: 333-346. doi: 10.1044/jshd.2004.333
    [5] Elman JL (1981) Effects of frequency-shifted feedback on the pitch of vocal productions. J Acoust Soc Am 70: 45-50.
    [6] Burnett TA, Freedland MB, Larson CR, et al. (1998) Voice F0 Responses to Manipulations in Pitch Feedback. J Acoust Soc Am 103: 3153-3161.
    [7] Zarate JM, Zatorre RJ (2008) Experience-dependent neural substrates involved in vocal pitch regulation during singing. NeuroImage 40: 1871-1887. doi: 10.1016/j.neuroimage.2008.01.026
    [8] Liu H, Behroozmand R, Bove M, et al.(2011) Laryngeal electromyographic responses to perturbations in voice pitch auditory feedback. J Acoust Soc Am 129: 3946-3954, 3135150.
    [9] Liu H, Larson CR (2007) Effects of perturbation magnitude and voice F0 level on the pitch-shift reflex. J Acoust Soc Am 122: 3671-3677.
    [10] Xu Y, Larson C, Bauer J, et al. (2004) Compensation for pitch-shifted auditory feedback during the production of Mandarin tone sequences. J Acoust Soc Am 116: 1168-1178.
    [11] Chen SH, Liu H, Xu Y, et al. (2007) Voice F0 responses to pitch-shifted voice feedback during English speech. J Acoust Soc Am 121: 1157-1163.
    [12] Sanes JN, Evarts EE (1983) Effects of perturbation on accuracy of arm movements. J Neurosci 3: 977-986.
    [13] Abbs JH, Gracco VL (1984) Control of complex motor gestures: orofacial muscle responses to load perturbations of lip during speech. J Neurophysiology51: 705-723.
    [14] Kelso JAS, Tuller B, Vatikiotis-Bateson E, et al. (1984) Functionally specific articulatory cooperation following jaw perturbations during speech: Evidence for coordinative structures. J Expe Psy-Hum Percep. Perform 10: 812-832. doi: 10.1037/0096-1523.10.6.812
    [15] Cole KJ, Abbs JH (1988) Grip force adjustments evoked by load force perturbations of a grasped object. J Neurophysiology 60: 1513-1522.
    [16] Baum SR, McFarland DH, Diab M (1996) Compensation to articulatory perturbation: Perceptual data. J Acoust Soc Am 99: 3791-3794.
    [17] Hain TC, Burnett TA, Kiran S, et al. (2000) Instructing subjects to make a voluntary response reveals the presence of two components to the audio-vocal reflex. Expe Brain Res 130: 133-141. doi: 10.1007/s002219900237
    [18] Houde JF, Nagarajan SS, Sekihara K, et al. (2002) Modulation of the auditory cortex during speech: An MEG study. J Cog Neurosci 14: 1125-1138.
    [19] Liu H, Behroozmand R, Bove M, et al. (2011) Laryngeal electromyographic responses to perturbations in voice pitch auditory feedback. J Acoust Soc Am 129: 3946-354, 3135150. doi: 10.1121/1.3575593
    [20] Hain TC, Burnett TA, Larson CR,et al. (2001) Effects of delayed auditory feedback (DAF) on the pitch-shift reflex. J Acoust Soc Am 109: 2146-2152.
    [21] Larson CR, Burnett TA, Bauer JJ, et al. (2001) Comparisons of voice F0 responses to pitch-shift onset and offset conditions. J Acoust Soc Am 110: 2845-2848.
    [22] Larson CR, Burnett TA, Kiran S, et al. (2000) .ffects of pitch-shift onset velocity on voice F0 responses. J Acoust Soc Am 107: 559-564.
    [23] Larson CR, Liu H, Behroozmand R, et al. (2008) Laryngeal muscle responses to voice auditory feedback perturbations, in International Conference on Voice Physiology and Biomechanics.2008: Tampere, Finland.
    [24] Larson CR, Sun J, Hain TC (2007) Effects of simultaneous perturbations of voice pitch and loudness feedback on voice F0 and amplitude control. J Acoust Soc Am 121: 2862-2872.
    [25] Liu H, Xu Y, Larson CR, et al. (2009) Attenuation of vocal responses to pitch perturbations during Mandarin speech. J Acoust Soc Am 125: 2299-306, 2677266.
    [26] Patel S, Nishimura C, Lodhavia A, et al. (2014) Voice control during voluntary responses to pitch-shifted auditory feedback. J Acoust Soc Am 135: 3036-3044.
    [27] Burkard RF, Eggermont JJ, Don M (2007) Auditory Evoked Potentials. Baltimore: Williams and Wilkins. 731.
    [28] Behroozmand R, Liu H, Larson CR, et al. (2011) Time-dependent neural processing of auditory feedback during voice pitch error detection. J Cogn Neurosci 23: 1205-1217, 3268676. doi: 10.1162/jocn.2010.21447
    [29] Heinks-Maldonado TH, Nagarajan SS, Houde JF, et al. (2006) Magnetoencephalographic evidence for a precise forward model in speech production. Neuroreport 17: 1375-1379. doi: 10.1097/01.wnr.0000233102.43526.e9
    [30] Houde JF, Jordan MI (2002) Sensorimotor adaptation of speech I: Compensation and adaptation. J Speech Lan Hearing Res 45: 295-310. doi: 10.1044/1092-4388(2002/023)
    [31] Wolpert DM, Ghahramani Z, Jordan MI (2014) An internal model for sensorimotor integration. Science 269: 1880-1882.
    [32] Behroozmand R, Liu H, Larson CR (2011) Time-dependent neural processing of auditory feedback during voice pitch error detection. J Cogn Neurosci 23: 1205-1217, 3268676. doi: 10.1162/jocn.2010.21447
    [33] Heinks-Maldonado TH, Mathalon DH, Houde JF, et al. (2007) Relationship of imprecise corollary discharge in schizophrenia to auditory hallucinations. Arch General Psychiatry 64: 286-296. doi: 10.1001/archpsyc.64.3.286
    [34] Behroozmand R, Karvelis L, Liu H, et al. (2009) Vocalization-induced enhancement of the auditory cortex responsiveness during voice F0 feedback perturbation. Clin Neurophysiol 120: 1303-1312, 2710429. doi: 10.1016/j.clinph.2009.04.022
    [35] Hawco CS, Jones JA, Ferretti TR, et al. (2009) ERP correlates of online monitoring of auditory feedback during vocalization. Psychophysiology.
    [36] Scheerer NE, Behich J, Liu H, et al. (2013) ERP correlates of the magnitude of pitch errors detected in the human voice. Neuroscience 240: 176-185. doi: 10.1016/j.neuroscience.2013.02.054
    [37] Eliades SJ, Wang X (2008) Neural substrates of vocalization feedback monitoring in primate auditory cortex. Nature 453: 1102-1106. doi: 10.1038/nature06910
    [38] Behroozmand R, Korzyukov O, Larson CR (2011) Effects of voice harmonic complexity on ERP responses to pitch-shifted auditory feedback. Clin Neurophysiol 122: 2408-2417, 3189443. doi: 10.1016/j.clinph.2011.04.019
    [39] Belin P, Zatorre RJ (2003) Adaptation to speaker's voice in right anterior temporal lobe. Neuroreport14: 2105-2109.
    [40] Belin P, Zatorre RJ, Ahad P (2002) Human temporal-lobe response to vocal sounds. Brain Research. Cog Brain Res 13: 17-26. doi: 10.1016/S0926-6410(01)00084-2
    [41] Fecteau S, Armony JL, Joanette Y, et al. (2004) Is voice processing species-specific in human auditory cortex?.An fMRI study. NeuroImage 23: p. 840-848.
    [42] Fecteau S, Armony JL, Joanette Y, et al. (2005) Sensitivity to voice in human prefrontal cortex. J Neurophysiology 94: 2251-2254. doi: 10.1152/jn.00329.2005
    [43] Greenlee J, Jackson AW, Chen F, et al. (2011) Human auditory cortical activation during self-vocalization. PLOS One6: 1-15, PMC3135150.
    [44] Greenlee JD, Behroozmand R, Larson CR, et al. (2013) Sensory-motor interactions for vocal pitch monitoring in non-primary human auditory cortex. PLoS One 8: e60783, 3620048.
    [45] Jones SJ (2003) Sensitivity of human auditory evoked potentials to the harmonicity of complex tones: evidence for dissociated cortical processes of spectral and periodicity analysis. Expe Brain Res 150: 506-514.
    [46] Liu H, Behroozmand R, Larson CR(2010) Enhanced neural responses to self-triggered voice pitch feedback perturbations. NeuroReport 21: 527-531.
    [47] Parkinson AL, Flagmeier SG, Manes JL, et al. (2012) Understanding the neural mechanisms involved in sensory control of voice production. Neuroimage61: p. 314-322, 3342468.
    [48] Zarate JM, Zatorre RJ (2005) .eural substrates governing audiovocal integration for vocal pitch regulation in singing. An New York Aca.Sci.1060: 404-408.
    [49] Toyomura A, Koyama S, Miyamaoto T, et al. (2007) Neural correlates of auditory feedback control in human. Neuroscience 146: 499-503. doi: 10.1016/j.neuroscience.2007.02.023
    [50] Brown S, Ngan E, Liotti M (2008) A larynx area in the human motor cortex. Cerebral Cortex .18: 837-845.
    [51] Behroozmand R, Shebek R, Hansen DR, et al. (2015) Sensory-motor networks involved in speech production and motor control: an fMRI study. Neuroimage 109: 418-428, 4339397. doi: 10.1016/j.neuroimage.2015.01.040
    [52] Zarate JM, Wood S, Zatorre RJ (2010) Neural networks involved in voluntary and involuntary vocal pitch regulation in experienced singers. Neuropsychologia 48: p. 607-618.
    [53] Friston KJ (1994) Functional and Effective Connectivity in Neuroimaging: A Synthesis. Hum Brain Map 2: p. 56-78.
    [54] Kiebel SJ, David O, Friston KJ (2006) Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization. Neuroimage 30: 1273-1284. doi: 10.1016/j.neuroimage.2005.12.055
    [55] Flagmeier SG, Ray KL, Parkinson AL, et al. (2014) The neural changes in connectivity of the voice network during voice pitch perturbation. Brain Lang132C: 7-13.
    [56] Parkinson AL, Behroozmand R, Ibrahim N, et al. (2014) Effective connectivity associated with auditory error detection in musicians with absolute pitch. Front Neurosci 8: 1-9, PMC3942878.
    [57] Parkinson AL, Korzyukov O, Larson CR, et al. (2013) Modulation of effective connectivity during vocalization with perturbed auditory feedback. Neuropsychologia 51: 1471-1480, 3704150. doi: 10.1016/j.neuropsychologia.2013.05.002
    [58] New AB, Robin DA, Parkinson AL, et al.(2015) The intrinsic resting state voice network in Parkinson's disease. Hum Brain Mapp 36(5): 1951-1962.
    [59] Duffy JR (1995) Motor Speech Disorders. St. Louis: Mosby. 467.
  • This article has been cited by:

    1. Sabir Hussain, Farkhanda Afzal, Deeba Afzal, Dhana Kumari Thapa, Haidar Ali, The Study about Relationship of Direct Form of Topological Indices via M-Polynomial and Computational Analysis of Dexamethasone, 2022, 2022, 2090-9071, 1, 10.1155/2022/4912143
    2. Carlos Andres Martos Ojeda, Luis Miguel Delgado Ordonez, Carlos Alberto Trujillo Solarte, Bh Sets as a Generalization of Golomb Rulers, 2021, 9, 2169-3536, 118042, 10.1109/ACCESS.2021.3106617
    3. Dilshad Alghazzawi, M. Haris Mateen, M. Aslam Malik, P. Hammachukiattikul, Mohammed S. Abdo, Sarfraz Nawaz Malik, Mobius Group Generated by Two Elements of Order 2, 4, and Reduced Quadratic Irrational Numbers, 2022, 2022, 2314-8888, 1, 10.1155/2022/6320243
    4. Mamoona Farooq, Asif Abd ul Rehman, M. Khalid Mahmood, Daud Ahmad, Upper Bound Sequences of Rotationally Symmetric Triangular Prism Constructed as Halin Graph Using Local Fractional Metric Dimension, 2021, 9, 2309-0022, 13, 10.21015/vtm.v9i1.1020
    5. Tayyiba Sabahat, Sufyan Asif, Asif Abd ur Rehman, On Fixed Points of Digraphs Over Lambert Type Map, 2021, 9, 2309-0022, 59, 10.21015/vtm.v9i1.1023
    6. Shahbaz Ali, Muhammad Khalid Mahmood, Sobia Ghaffar, Several topological indices and entropies for certain families of commutative graphs over Quaternion groups, 2024, 12, 2309-0022, 32, 10.21015/vtm.v12i2.1901
    7. Muhammad Amir Asif, Rashad Ismail, Ayesha Razaq, Esmail Hassan Abdullatif Al-Sabri, Muhammad Haris Mateen, Shahbaz Ali, An application on edge irregular reflexive labeling for $ m^t $-graph of cycle graph, 2025, 10, 2473-6988, 1300, 10.3934/math.2025060
  • Reader Comments
  • © 2016 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(7240) PDF downloads(1487) Cited by(17)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog